A Hybrid Approach for Modular Neural Network Design Using Intercriteria Analysis and Intuitionistic Fuzzy Logic

Table 13

Results from the simulations.

Number	Description	Number of the inputs before reduction	Number of the inputs after reduction		min	Number of weight coefficients; without reduction	Number of weight coefficients; with reduction	%	Number of weight coefficients; %
1	Data with parameters of crude oil	8	5	2.2330	2.0914	315	210	93,65	66,67
2	Data of iris plant parameters	4	2	0.5726	0.5446	175	105	95,11	60
3	Data of glass parameters	9	7	1.6721	1.6626	350	280	98,2	80